Data Science

  • COURSES

    2-3 Month

  • DURATION

    2 Hours

  • FEE

    Rs.3300/-

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What you'll learn

✔ Comprehensive Data Science Curriculum
✔ Hands-on Projects with Real-World Applications
✔ Expert-Led Instruction and Mentorship
✔ Industry-Recognized Certification and Career Support
✔ Leverage Data-Driven Insights to Build Winning Hackathon Solutions
✔ Implement Efficient Data Preprocessing for Real-Time Hackathon Projects

Course content

  • ✓ What is Data Science?
  • ✓ Data Science Lifecycle
  • ✓ Roles and Responsibilities of a Data Scientist

  • ✓ Types of Data: Structured vs. Unstructured
  • ✓ Data Collection Techniques
  • ✓ APIs and Web Scraping

  • ✓ Handling Missing Values
  • ✓ Data Transformation Techniques
  • ✓ Data Normalization and Standardization

  • ✓ Data Visualization Tools (Matplotlib, Seaborn)
  • ✓ Descriptive Statistics
  • ✓ Identifying Patterns and Trends

  • ✓ Probability Distributions
  • ✓ Hypothesis Testing
  • ✓ A/B Testing

  • ✓ Overview of Supervised vs. Unsupervised Learning
  • ✓ Common Algorithms (Regression, Classification, Clustering)
  • ✓ Model Evaluation Metrics (Accuracy, Precision, Recall)

  • ✓ Ensemble Methods (Random Forests, Boosting)
  • ✓ Support Vector Machines
  • ✓ Neural Networks Basics

  • ✓ Introduction to Big Data
  • ✓ Overview of Hadoop and Spark
  • ✓ Working with NoSQL Databases

  • ✓ Effective Data Storytelling
  • ✓ Visualization Best Practices
  • ✓ Tools for Data Visualization (Tableau, Power BI)

  • ✓ Real-World Data Science Project
  • ✓ End-to-End Data Science Pipeline Implementation
  • ✓ Presentation and Reporting of Findings